Piotr A. Kowalski

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 34

Top Topics

Particle Swarm Optimisation

Sensitivity Analysis

Approximate Nearest Neighbor

Top Venues

J. Autom. Mob. Robotics Intell. Syst.

Int. J. Appl. Math. Comput. Sci.

Publications

Piotr A. Kowalski, Tomasz Sloczynski
Mitigating Saturation in Fuzzy-Flip-Flop Neural Networks Trained with Memetic PSO Algorithm. FUZZ (2024)
Ernest Jeczmionek, Piotr A. Kowalski
-norm for high level classification features pruning in modern convolutional neural networks with local sensitivity analysis. Int. J. Appl. Math. Comput. Sci. 33 (4) (2023)
Piotr A. Kowalski, Maciej Walczak
Feature selection for regression tasks base on explainable artificial intelligence procedures. IJCNN (2023)
Piotr A. Kowalski, Maciej Kusy, Karol Kocierz
The forensic information identification based on machine learning algorithms. Forensic Sci. Int. Digit. Investig. 47 (2023)
Piotr A. Kowalski, Tomasz Sloczynski
A New Particle Swarm Optimisation Based Memetic Procedure for Fuzzy J-K Flop Neural Networks Learning. FUZZ (2023)
Malgorzata Charytanowicz, Piotr A. Kowalski, Szymon Lukasik, Piotr Kulczycki, Henryk Czachor
Deep Learning for Porous Media Classification Based on Micro-CT Images. IJCNN (2022)
Maciej Kusy, Piotr A. Kowalski, Marcin Szwagrzyk, Aleksander Konior
Machine learning techniques for explaining air pollution prediction. IJCNN (2022)
Maciej Kusy, Piotr A. Kowalski
Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms. Appl. Soft Comput. 128 (2022)
Piotr A. Kowalski, Ernest Jeczmionek
Parallel complete gradient clustering algorithm and its properties. Inf. Sci. 600 (2022)
Ernest Jeczmionek, Piotr A. Kowalski
Input reduction of convolutional neural networks with global sensitivity analysis as a data-centric approach. Neurocomputing 506 (2022)
Maciej Trzcinski, Piotr A. Kowalski, Szymon Lukasik
Clustering with Nature-Inspired Algorithm Based on Territorial Behavior of Predatory Animals. Algorithms 15 (2) (2022)
Piotr A. Kowalski, Tomasz Sloczynski
Saturation in Fuzzy Flip-Flop Neural Networks. FUZZ-IEEE (2022)
Szymon Lukasik, Andrzej Michalowski, Piotr A. Kowalski, Amir H. Gandomi
Text-Based Product Matching with Incomplete and Inconsistent Items Descriptions. ICCS (2) (2021)
Ernest Jeczmionek, Piotr A. Kowalski
Flattening Layer Pruning in Convolutional Neural Networks. Symmetry 13 (7) (2021)
Piotr A. Kowalski, Szymon Lukasik
Preface to Special Issue on Recent Advances in Information Technology III. J. Autom. Mob. Robotics Intell. Syst. 14 (3) (2021)
Piotr A. Kowalski, Tomasz Sloczynski
A modified particle swarm optimization procedure for triggering fuzzy flip-flop neural networks. Int. J. Appl. Math. Comput. Sci. 31 (4) (2021)
Piotr A. Kowalski, Maciej Kusy, Szymon Kubasiak, Szymon Lukasik
Probabilistic Neural Network - parameters adjustment in classification task. IJCNN (2020)
Piotr A. Kowalski, Szymon Lukasik, Piotr Kulczycki
Preface to Special Issue on Recent Advances in Machine Learning and its Applications. J. Autom. Mob. Robotics Intell. Syst. 14 (2) (2020)
Szymon Lukasik, Konrad Lalik, Piotr Sarna, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki
Efficient Astronomical Data Condensation Using Approximate Nearest Neighbors. Int. J. Appl. Math. Comput. Sci. 29 (3) (2019)
Piotr A. Kowalski, Szymon Lukasik, Piotr Kulczycki
Preface to Special Issue on Contemporary Problems of Computer Science, Physics and Applied Mathematics. J. Autom. Mob. Robotics Intell. Syst. 13 (3) (2019)
Piotr A. Kowalski, Krystian Franus, Szymon Lukasik
Crow Search Algorithm for Continuous Optimization Tasks. CoDIT (2019)
Piotr A. Kowalski, Szymon Lukasik
Preface to Special Issue of the Journal of Automation, Mobile Robotics and Intelligent Systems on Recent Advances in Information Technology II. J. Autom. Mob. Robotics Intell. Syst. 13 (1) (2019)
Maciej Kusy, Piotr A. Kowalski
Weighted probabilistic neural network. Inf. Sci. 430 (2018)
Piotr Kulczycki, Malgorzata Charytanowicz, Piotr A. Kowalski, Szymon Lukasik
Identification of atypical (rare) elements - a conditional, distribution-free approach. IMA J. Math. Control. Inf. 35 (3) (2018)
Piotr A. Kowalski, Maciej Kusy
Determining significance of input neurons for probabilistic neural network by sensitivity analysis procedure. Comput. Intell. 34 (3) (2018)
Malgorzata Charytanowicz, Piotr Kulczycki, Piotr A. Kowalski, Szymon Lukasik, Róza Czabak-Garbacz
An evaluation of utilizing geometric features for wheat grain classification using X-ray images. Comput. Electron. Agric. 144 (2018)
Artur Nowosielski, Piotr A. Kowalski, Piotr Kulczycki
Ensembling a Linear Eegression model with an error Mitigation Component. J. Autom. Mob. Robotics Intell. Syst. 12 (1) (2018)
Piotr A. Kowalski, Maciej Kusy
Sensitivity Analysis for Probabilistic Neural Network Structure Reduction. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
Jolanta Kempter, Piotr A. Kowalski, Natalia Adamkowska
Computational modelling of cormorant swarm. Ecol. Informatics 37 (2017)
Piotr A. Kowalski, Piotr Kulczycki
Interval probabilistic neural network. Neural Comput. Appl. 28 (4) (2017)
Malgorzata Charytanowicz, Jerzy Niewczas, Piotr Kulczycki, Piotr A. Kowalski, Szymon Lukasik
Discrimination of Wheat Grain Varieties Using X-Ray Images. ITIB (1) (2016)
Szymon Lukasik, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki
Clustering using flower pollination algorithm and Calinski-Harabasz index. CEC (2016)
Piotr A. Kowalski, Szymon Lukasik
Training Neural Networks with Krill Herd Algorithm. Neural Process. Lett. 44 (1) (2016)
Piotr Kulczycki, Malgorzata Charytanowicz, Piotr A. Kowalski, Szymon Lukasik
Atypical (Rare) Elements Detection - A Conditional Nonparametric Approach. CompIMAGE (2016)
Piotr Kulczycki, Piotr A. Kowalski
Classification of Interval Information with Data Drift. CONTEXT (2015)
Artur Nowosielski, Piotr A. Kowalski, Piotr Kulczycki
The column-oriented database partitioning optimization based on the natural computing algorithms. FedCSIS (2015)
Piotr A. Kowalski, Szymon Lukasik
Experimental Study of Selected Parameters of the Krill Herd Algorithm. IEEE Conf. on Intelligent Systems (1) (2014)
Szymon Lukasik, Piotr A. Kowalski
Study of Flower Pollination Algorithm for Continuous Optimization. IEEE Conf. on Intelligent Systems (1) (2014)
Piotr A. Kowalski, Piotr Kulczycki
Neural Classification for Interval Information. AIMSA (2014)
Piotr A. Kowalski
Evolutionary Strategy for the Fuzzy Flip-Flop Neural Networks Supervised Learning Procedure. ICAISC (1) (2013)
Piotr A. Kowalski, Piotr Kulczycki
Data Sample Reduction for Classification of Interval Information Using Neural Network Sensitivity Analysis. AIMSA (2010)
Szymon Lukasik, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki
Fuzzy Models Synthesis with Kernel-Density-Based Clustering Algorithm. FSKD (3) (2008)
Piotr Kulczycki, Rafael Wisniewski, Piotr A. Kowalski, Karol Krawiec
Soft time-suboptimal controlling structure for mechanical systems. RoMoCo (2004)